Overview
Brought to you by YData
Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 2000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 447 |
| Duplicate rows (%) | 22.4% |
| Total size in memory | 140.8 KiB |
| Average record size in memory | 72.1 B |
Variable types
| Numeric | 9 |
|---|
| Dataset has 447 (22.4%) duplicate rows | Duplicates |
APL is highly overall correlated with Average Closeness and 5 other fields | High correlation |
Assoratativity is highly overall correlated with Betweenness and 1 other fields | High correlation |
Average Closeness is highly overall correlated with APL and 5 other fields | High correlation |
Average Clustering Coefficient is highly overall correlated with APL and 4 other fields | High correlation |
Betweenness is highly overall correlated with Assoratativity | High correlation |
Density is highly overall correlated with APL and 5 other fields | High correlation |
Diameter is highly overall correlated with APL and 6 other fields | High correlation |
edges is highly overall correlated with APL and 4 other fields | High correlation |
nodes is highly overall correlated with APL and 5 other fields | High correlation |
Reproduction
| Analysis started | 2024-12-07 21:01:19.958083 |
|---|---|
| Analysis finished | 2024-12-07 21:01:53.256703 |
| Duration | 33.3 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
nodes
Real number (ℝ)
High correlation 
| Distinct | 93 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.3335 |
| Minimum | 10 |
|---|---|
| Maximum | 328 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 13 |
| median | 18 |
| Q3 | 30 |
| 95-th percentile | 60.05 |
| Maximum | 328 |
| Range | 318 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 22.946101 |
|---|---|
| Coefficient of variation (CV) | 0.90576118 |
| Kurtosis | 52.217493 |
| Mean | 25.3335 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 5.4568638 |
| Sum | 50667 |
| Variance | 526.52354 |
| Monotonicity | Decreasing |
| Value | Count | Frequency (%) |
| 11 | 240 | 12.0% |
| 12 | 124 | 6.2% |
| 14 | 123 | 6.2% |
| 10 | 119 | 5.9% |
| 13 | 111 | 5.5% |
| 16 | 88 | 4.4% |
| 25 | 81 | 4.0% |
| 17 | 73 | 3.6% |
| 18 | 65 | 3.2% |
| 20 | 65 | 3.2% |
| Other values (83) | 911 |
| Value | Count | Frequency (%) |
| 10 | 119 | |
| 11 | 240 | |
| 12 | 124 | |
| 13 | 111 | |
| 14 | 123 | |
| 15 | 64 | 3.2% |
| 16 | 88 | 4.4% |
| 17 | 73 | 3.6% |
| 18 | 65 | 3.2% |
| 19 | 57 | 2.9% |
| Value | Count | Frequency (%) |
| 328 | 2 | |
| 312 | 1 | 0.1% |
| 264 | 1 | 0.1% |
| 154 | 2 | |
| 152 | 1 | 0.1% |
| 143 | 1 | 0.1% |
| 140 | 1 | 0.1% |
| 139 | 1 | 0.1% |
| 138 | 3 | |
| 133 | 2 |
edges
Real number (ℝ)
High correlation 
| Distinct | 209 |
|---|---|
| Distinct (%) | 10.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.571 |
| Minimum | 16 |
|---|---|
| Maximum | 900 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 40 |
| median | 59 |
| Q3 | 92 |
| 95-th percentile | 209 |
| Maximum | 900 |
| Range | 884 |
| Interquartile range (IQR) | 52 |
Descriptive statistics
| Standard deviation | 74.395069 |
|---|---|
| Coefficient of variation (CV) | 0.9120284 |
| Kurtosis | 22.317605 |
| Mean | 81.571 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 3.7650563 |
| Sum | 163142 |
| Variance | 5534.6263 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 64 | 3.2% |
| 34 | 60 | 3.0% |
| 89 | 59 | 2.9% |
| 31 | 53 | 2.6% |
| 67 | 52 | 2.6% |
| 46 | 50 | 2.5% |
| 45 | 44 | 2.2% |
| 36 | 39 | 1.9% |
| 37 | 38 | 1.9% |
| 30 | 37 | 1.8% |
| Other values (199) | 1504 |
| Value | Count | Frequency (%) |
| 16 | 2 | 0.1% |
| 20 | 15 | |
| 22 | 3 | 0.1% |
| 23 | 5 | 0.2% |
| 24 | 12 | |
| 25 | 27 | |
| 26 | 20 | |
| 27 | 13 | |
| 28 | 27 | |
| 29 | 29 |
| Value | Count | Frequency (%) |
| 900 | 1 | 0.1% |
| 774 | 1 | 0.1% |
| 679 | 2 | |
| 543 | 1 | 0.1% |
| 530 | 2 | |
| 527 | 1 | 0.1% |
| 525 | 3 | |
| 500 | 1 | 0.1% |
| 474 | 1 | 0.1% |
| 459 | 1 | 0.1% |
APL
Real number (ℝ)
High correlation 
| Distinct | 615 |
|---|---|
| Distinct (%) | 30.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0374969 |
| Minimum | 1.2 |
|---|---|
| Maximum | 8.9550048 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 1.2 |
|---|---|
| 5-th percentile | 1.3333333 |
| Q1 | 1.5054945 |
| median | 1.797119 |
| Q3 | 2.2469064 |
| 95-th percentile | 3.6116795 |
| Maximum | 8.9550048 |
| Range | 7.7550048 |
| Interquartile range (IQR) | 0.74141193 |
Descriptive statistics
| Standard deviation | 0.84018458 |
|---|---|
| Coefficient of variation (CV) | 0.41236115 |
| Kurtosis | 14.123904 |
| Mean | 2.0374969 |
| Median Absolute Deviation (MAD) | 0.34324679 |
| Skewness | 2.9989587 |
| Sum | 4074.9939 |
| Variance | 0.70591013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.393939394 | 40 | 2.0% |
| 2.166666667 | 38 | 1.9% |
| 1.436363636 | 34 | 1.7% |
| 1.4 | 30 | 1.5% |
| 2.627705628 | 28 | 1.4% |
| 2.862950058 | 25 | 1.2% |
| 1.41025641 | 22 | 1.1% |
| 1.355555556 | 21 | 1.1% |
| 1.327272727 | 21 | 1.1% |
| 4.850678733 | 20 | 1.0% |
| Other values (605) | 1721 |
| Value | Count | Frequency (%) |
| 1.2 | 1 | 0.1% |
| 1.222222222 | 6 | |
| 1.244444444 | 14 | |
| 1.254545455 | 3 | 0.1% |
| 1.272727273 | 4 | 0.2% |
| 1.288888889 | 9 | |
| 1.290909091 | 10 | |
| 1.303030303 | 8 | |
| 1.311111111 | 8 | |
| 1.318181818 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 8.955004848 | 2 | |
| 8.672314288 | 1 | 0.1% |
| 8.511752506 | 1 | 0.1% |
| 7.877854172 | 2 | |
| 7.164260208 | 1 | 0.1% |
| 6.989096573 | 1 | 0.1% |
| 6.198979592 | 2 | |
| 5.707865169 | 3 | |
| 5.493253226 | 1 | 0.1% |
| 5.481920904 | 1 | 0.1% |
Diameter
Real number (ℝ)
High correlation 
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9735 |
| Minimum | 2 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 8 |
| Maximum | 25 |
| Range | 23 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.4332608 |
|---|---|
| Coefficient of variation (CV) | 0.61237217 |
| Kurtosis | 15.695612 |
| Mean | 3.9735 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.0591962 |
| Sum | 7947 |
| Variance | 5.9207581 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 569 | |
| 2 | 530 | |
| 4 | 366 | |
| 5 | 185 | 9.2% |
| 6 | 170 | 8.5% |
| 7 | 47 | 2.4% |
| 8 | 41 | 2.1% |
| 12 | 25 | 1.2% |
| 11 | 18 | 0.9% |
| 9 | 17 | 0.9% |
| Other values (7) | 32 | 1.6% |
| Value | Count | Frequency (%) |
| 2 | 530 | |
| 3 | 569 | |
| 4 | 366 | |
| 5 | 185 | 9.2% |
| 6 | 170 | 8.5% |
| 7 | 47 | 2.4% |
| 8 | 41 | 2.1% |
| 9 | 17 | 0.9% |
| 10 | 12 | 0.6% |
| 11 | 18 | 0.9% |
| Value | Count | Frequency (%) |
| 25 | 2 | 0.1% |
| 23 | 4 | 0.2% |
| 18 | 2 | 0.1% |
| 15 | 2 | 0.1% |
| 14 | 5 | 0.2% |
| 13 | 5 | 0.2% |
| 12 | 25 | |
| 11 | 18 | |
| 10 | 12 | |
| 9 | 17 |
Assoratativity
Real number (ℝ)
High correlation 
| Distinct | 770 |
|---|---|
| Distinct (%) | 38.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.23294054 |
| Minimum | -0.91257782 |
|---|---|
| Maximum | 0.58448753 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1695 |
| Negative (%) | 84.8% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | -0.91257782 |
|---|---|
| 5-th percentile | -0.57315104 |
| Q1 | -0.38623175 |
| median | -0.25053822 |
| Q3 | -0.11734356 |
| 95-th percentile | 0.18123743 |
| Maximum | 0.58448753 |
| Range | 1.4970654 |
| Interquartile range (IQR) | 0.26888818 |
Descriptive statistics
| Standard deviation | 0.22891095 |
|---|---|
| Coefficient of variation (CV) | -0.9827012 |
| Kurtosis | 0.3728695 |
| Mean | -0.23294054 |
| Median Absolute Deviation (MAD) | 0.13448503 |
| Skewness | 0.50338159 |
| Sum | -465.88108 |
| Variance | 0.052400222 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1607995977 | 34 | 1.7% |
| -0.2134632418 | 32 | 1.6% |
| 0.1846122112 | 28 | 1.4% |
| -0.5486415425 | 26 | 1.3% |
| -0.02912621359 | 25 | 1.2% |
| -0.3440150801 | 20 | 1.0% |
| -0.06014347681 | 20 | 1.0% |
| -0.5267347751 | 20 | 1.0% |
| -0.1926484449 | 19 | 0.9% |
| -0.5355375947 | 18 | 0.9% |
| Other values (760) | 1758 |
| Value | Count | Frequency (%) |
| -0.9125778165 | 3 | |
| -0.767286155 | 4 | |
| -0.7115260903 | 3 | |
| -0.7080426412 | 2 | |
| -0.7042390811 | 4 | |
| -0.7016912754 | 1 | 0.1% |
| -0.6969368093 | 1 | 0.1% |
| -0.6866267977 | 4 | |
| -0.6585554829 | 2 | |
| -0.6573821424 | 2 |
| Value | Count | Frequency (%) |
| 0.5844875346 | 3 | |
| 0.5797786379 | 2 | 0.1% |
| 0.5103965184 | 5 | |
| 0.5034770515 | 2 | 0.1% |
| 0.4829253994 | 2 | 0.1% |
| 0.4342291372 | 4 | |
| 0.4111776447 | 2 | 0.1% |
| 0.4035087719 | 1 | 0.1% |
| 0.3967556607 | 1 | 0.1% |
| 0.3766081871 | 2 | 0.1% |
Average Clustering Coefficient
Real number (ℝ)
High correlation 
| Distinct | 767 |
|---|---|
| Distinct (%) | 38.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6366164 |
| Minimum | 0.06984127 |
|---|---|
| Maximum | 0.87878788 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.06984127 |
|---|---|
| 5-th percentile | 0.38070376 |
| Q1 | 0.55634921 |
| median | 0.64586833 |
| Q3 | 0.73498951 |
| 95-th percentile | 0.82140917 |
| Maximum | 0.87878788 |
| Range | 0.80894661 |
| Interquartile range (IQR) | 0.1786403 |
Descriptive statistics
| Standard deviation | 0.1299174 |
|---|---|
| Coefficient of variation (CV) | 0.20407486 |
| Kurtosis | 0.5257483 |
| Mean | 0.6366164 |
| Median Absolute Deviation (MAD) | 0.089347807 |
| Skewness | -0.70911565 |
| Sum | 1273.2328 |
| Variance | 0.016878531 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5516248196 | 34 | 1.7% |
| 0.7103174603 | 32 | 1.6% |
| 0.6627705628 | 28 | 1.4% |
| 0.531024531 | 26 | 1.3% |
| 0.2790816327 | 25 | 1.2% |
| 0.8426406926 | 20 | 1.0% |
| 0.7477022977 | 20 | 1.0% |
| 0.5890942391 | 20 | 1.0% |
| 0.7143578644 | 19 | 0.9% |
| 0.6149342692 | 18 | 0.9% |
| Other values (757) | 1758 |
| Value | Count | Frequency (%) |
| 0.06984126984 | 2 | 0.1% |
| 0.263350018 | 1 | 0.1% |
| 0.2655334861 | 4 | 0.2% |
| 0.2671325052 | 1 | 0.1% |
| 0.268695441 | 1 | 0.1% |
| 0.2747047191 | 1 | 0.1% |
| 0.2758612915 | 1 | 0.1% |
| 0.2776334776 | 2 | 0.1% |
| 0.2787110233 | 11 | |
| 0.2790816327 | 25 |
| Value | Count | Frequency (%) |
| 0.8787878788 | 3 | |
| 0.8766666667 | 2 | 0.1% |
| 0.8603174603 | 3 | |
| 0.8587301587 | 1 | 0.1% |
| 0.8545454545 | 3 | |
| 0.851031746 | 2 | 0.1% |
| 0.8509637188 | 1 | 0.1% |
| 0.8509157509 | 5 | |
| 0.85 | 1 | 0.1% |
| 0.8486291486 | 2 | 0.1% |
Average Closeness
Real number (ℝ)
High correlation 
| Distinct | 769 |
|---|---|
| Distinct (%) | 38.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.55812087 |
| Minimum | 0.11593541 |
|---|---|
| Maximum | 0.84055944 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.11593541 |
|---|---|
| 5-th percentile | 0.28712806 |
| Q1 | 0.45311053 |
| median | 0.56737743 |
| Q3 | 0.68537088 |
| 95-th percentile | 0.76410776 |
| Maximum | 0.84055944 |
| Range | 0.72462404 |
| Interquartile range (IQR) | 0.23226035 |
Descriptive statistics
| Standard deviation | 0.14946965 |
|---|---|
| Coefficient of variation (CV) | 0.26780875 |
| Kurtosis | -0.49244422 |
| Mean | 0.55812087 |
| Median Absolute Deviation (MAD) | 0.11551349 |
| Skewness | -0.42739785 |
| Sum | 1116.2417 |
| Variance | 0.022341177 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4710592785 | 34 | 1.7% |
| 0.7259808411 | 32 | 1.6% |
| 0.3932615665 | 28 | 1.4% |
| 0.7086313864 | 26 | 1.3% |
| 0.3586407408 | 25 | 1.2% |
| 0.2138985476 | 20 | 1.0% |
| 0.7812897886 | 20 | 1.0% |
| 0.7270487391 | 20 | 1.0% |
| 0.735844601 | 19 | 0.9% |
| 0.3835086322 | 18 | 0.9% |
| Other values (759) | 1758 |
| Value | Count | Frequency (%) |
| 0.1159354051 | 2 | |
| 0.1204600062 | 1 | 0.1% |
| 0.1224359253 | 1 | 0.1% |
| 0.1343551539 | 2 | |
| 0.1462396687 | 1 | 0.1% |
| 0.1500268795 | 1 | 0.1% |
| 0.1667121785 | 2 | |
| 0.1799134641 | 3 | |
| 0.1855237279 | 1 | 0.1% |
| 0.1893544945 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.8405594406 | 3 | |
| 0.8404545455 | 1 | 0.1% |
| 0.8369230769 | 1 | 0.1% |
| 0.8296853147 | 2 | 0.1% |
| 0.8226923077 | 3 | |
| 0.8195104895 | 3 | |
| 0.8177428632 | 3 | |
| 0.8163286713 | 5 | |
| 0.8120979021 | 3 | |
| 0.8071625344 | 1 | 0.1% |
Betweenness
Real number (ℝ)
High correlation 
| Distinct | 676 |
|---|---|
| Distinct (%) | 33.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04877071 |
| Minimum | 0.014877931 |
|---|---|
| Maximum | 0.16483516 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.014877931 |
|---|---|
| 5-th percentile | 0.026554622 |
| Q1 | 0.036363636 |
| median | 0.043449837 |
| Q3 | 0.056384409 |
| 95-th percentile | 0.089880952 |
| Maximum | 0.16483516 |
| Range | 0.14995723 |
| Interquartile range (IQR) | 0.020020772 |
Descriptive statistics
| Standard deviation | 0.019348086 |
|---|---|
| Coefficient of variation (CV) | 0.39671529 |
| Kurtosis | 1.8808968 |
| Mean | 0.04877071 |
| Median Absolute Deviation (MAD) | 0.0088393563 |
| Skewness | 1.3181406 |
| Sum | 97.541421 |
| Variance | 0.00037434844 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.03939393939 | 37 | 1.8% |
| 0.04444444444 | 37 | 1.8% |
| 0.05072463768 | 34 | 1.7% |
| 0.08138528139 | 28 | 1.4% |
| 0.04848484848 | 28 | 1.4% |
| 0.04657375145 | 25 | 1.2% |
| 0.0372960373 | 22 | 1.1% |
| 0.03636363636 | 21 | 1.1% |
| 0.07701357466 | 20 | 1.0% |
| 0.03113553114 | 19 | 0.9% |
| Other values (666) | 1729 |
| Value | Count | Frequency (%) |
| 0.01487793124 | 1 | 0.1% |
| 0.0151024112 | 1 | 0.1% |
| 0.0154210373 | 2 | |
| 0.01648052162 | 2 | |
| 0.01656590992 | 1 | 0.1% |
| 0.01699291332 | 2 | |
| 0.01729196729 | 1 | 0.1% |
| 0.01753040719 | 1 | 0.1% |
| 0.01795215739 | 3 | |
| 0.01798746017 | 4 |
| Value | Count | Frequency (%) |
| 0.1648351648 | 1 | 0.1% |
| 0.1208791209 | 1 | 0.1% |
| 0.1179487179 | 1 | 0.1% |
| 0.1159712344 | 1 | 0.1% |
| 0.1142191142 | 3 | |
| 0.1138888889 | 2 | |
| 0.1131313131 | 3 | |
| 0.1123188406 | 2 | |
| 0.1121212121 | 1 | 0.1% |
| 0.1111111111 | 1 | 0.1% |
Density
Real number (ℝ)
High correlation 
| Distinct | 518 |
|---|---|
| Distinct (%) | 25.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.37262646 |
| Minimum | 0.012661296 |
|---|---|
| Maximum | 0.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.012661296 |
|---|---|
| 5-th percentile | 0.10842845 |
| Q1 | 0.22132384 |
| median | 0.35789474 |
| Q3 | 0.51666667 |
| 95-th percentile | 0.66666667 |
| Maximum | 0.8 |
| Range | 0.7873387 |
| Interquartile range (IQR) | 0.29534283 |
Descriptive statistics
| Standard deviation | 0.17961086 |
|---|---|
| Coefficient of variation (CV) | 0.48201315 |
| Kurtosis | -1.0028615 |
| Mean | 0.37262646 |
| Median Absolute Deviation (MAD) | 0.14902874 |
| Skewness | 0.16146996 |
| Sum | 745.25293 |
| Variance | 0.03226006 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6060606061 | 46 | 2.3% |
| 0.5636363636 | 42 | 2.1% |
| 0.2966666667 | 34 | 1.7% |
| 0.29004329 | 30 | 1.5% |
| 0.5454545455 | 30 | 1.5% |
| 0.6181818182 | 30 | 1.5% |
| 0.1161440186 | 25 | 1.2% |
| 0.5897435897 | 22 | 1.1% |
| 0.4945054945 | 22 | 1.1% |
| 0.4545454545 | 21 | 1.1% |
| Other values (508) | 1698 |
| Value | Count | Frequency (%) |
| 0.01266129634 | 2 | |
| 0.01855058125 | 1 | |
| 0.0222951953 | 1 | |
| 0.03417366947 | 1 | |
| 0.03773584906 | 2 | |
| 0.0430138157 | 1 | |
| 0.04316099984 | 1 | |
| 0.04498769205 | 2 | |
| 0.04534440983 | 1 | |
| 0.04693069307 | 1 |
| Value | Count | Frequency (%) |
| 0.8 | 1 | 0.1% |
| 0.7777777778 | 6 | |
| 0.7555555556 | 14 | |
| 0.7454545455 | 3 | 0.1% |
| 0.7272727273 | 4 | 0.2% |
| 0.7111111111 | 9 | |
| 0.7090909091 | 10 | |
| 0.696969697 | 8 | |
| 0.6888888889 | 8 | |
| 0.6818181818 | 2 | 0.1% |
Interactions
Correlations
| APL | Assoratativity | Average Closeness | Average Clustering Coefficient | Betweenness | Density | Diameter | edges | nodes | |
|---|---|---|---|---|---|---|---|---|---|
| APL | 1.000 | 0.427 | -0.999 | -0.593 | 0.315 | -0.938 | 0.941 | 0.675 | 0.832 |
| Assoratativity | 0.427 | 1.000 | -0.429 | -0.341 | 0.557 | -0.213 | 0.510 | 0.013 | 0.113 |
| Average Closeness | -0.999 | -0.429 | 1.000 | 0.602 | -0.306 | 0.941 | -0.938 | -0.682 | -0.837 |
| Average Clustering Coefficient | -0.593 | -0.341 | 0.602 | 1.000 | -0.104 | 0.640 | -0.589 | -0.481 | -0.577 |
| Betweenness | 0.315 | 0.557 | -0.306 | -0.104 | 1.000 | -0.043 | 0.386 | -0.411 | -0.209 |
| Density | -0.938 | -0.213 | 0.941 | 0.640 | -0.043 | 1.000 | -0.844 | -0.816 | -0.940 |
| Diameter | 0.941 | 0.510 | -0.938 | -0.589 | 0.386 | -0.844 | 1.000 | 0.575 | 0.728 |
| edges | 0.675 | 0.013 | -0.682 | -0.481 | -0.411 | -0.816 | 0.575 | 1.000 | 0.959 |
| nodes | 0.832 | 0.113 | -0.837 | -0.577 | -0.209 | -0.940 | 0.728 | 0.959 | 1.000 |
Missing values
Sample
| nodes | edges | APL | Diameter | Assoratativity | Average Clustering Coefficient | Average Closeness | Betweenness | Density | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | 328 | 679 | 8.955005 | 23 | -0.077738 | 0.339162 | 0.115935 | 0.024402 | 0.012661 |
| 1 | 328 | 679 | 8.955005 | 23 | -0.077738 | 0.339162 | 0.115935 | 0.024402 | 0.012661 |
| 2 | 312 | 900 | 8.672314 | 23 | -0.117133 | 0.473454 | 0.120460 | 0.024749 | 0.018551 |
| 3 | 264 | 774 | 8.511753 | 23 | -0.119562 | 0.451163 | 0.122436 | 0.028671 | 0.022295 |
| 4 | 154 | 530 | 7.877854 | 25 | -0.059332 | 0.596666 | 0.134355 | 0.045249 | 0.044988 |
| 5 | 154 | 530 | 7.877854 | 25 | -0.059332 | 0.596666 | 0.134355 | 0.045249 | 0.044988 |
| 6 | 152 | 543 | 4.610840 | 10 | -0.363301 | 0.509261 | 0.222532 | 0.024072 | 0.047316 |
| 7 | 143 | 500 | 5.493253 | 12 | -0.256302 | 0.542282 | 0.185524 | 0.031867 | 0.049247 |
| 8 | 140 | 459 | 5.053546 | 12 | -0.115060 | 0.560048 | 0.203340 | 0.029374 | 0.047174 |
| 9 | 139 | 527 | 3.650089 | 9 | -0.284605 | 0.544859 | 0.286796 | 0.019344 | 0.054947 |
| nodes | edges | APL | Diameter | Assoratativity | Average Clustering Coefficient | Average Closeness | Betweenness | Density | |
|---|---|---|---|---|---|---|---|---|---|
| 1990 | 10 | 28 | 1.377778 | 2 | -0.370031 | 0.723730 | 0.742258 | 0.047222 | 0.622222 |
| 1991 | 10 | 27 | 1.488889 | 3 | -0.143795 | 0.714762 | 0.702254 | 0.061111 | 0.600000 |
| 1992 | 10 | 20 | 1.688889 | 3 | -0.257143 | 0.782381 | 0.613176 | 0.086111 | 0.444444 |
| 1993 | 10 | 27 | 1.488889 | 3 | -0.143795 | 0.714762 | 0.702254 | 0.061111 | 0.600000 |
| 1994 | 10 | 30 | 1.333333 | 2 | -0.300505 | 0.729048 | 0.764076 | 0.041667 | 0.666667 |
| 1995 | 10 | 30 | 1.333333 | 2 | -0.419271 | 0.766667 | 0.772961 | 0.041667 | 0.666667 |
| 1996 | 10 | 32 | 1.288889 | 2 | -0.252014 | 0.778254 | 0.791384 | 0.036111 | 0.711111 |
| 1997 | 10 | 24 | 1.511111 | 3 | -0.145038 | 0.580000 | 0.671923 | 0.063889 | 0.533333 |
| 1998 | 10 | 31 | 1.311111 | 2 | -0.454803 | 0.813730 | 0.783137 | 0.038889 | 0.688889 |
| 1999 | 10 | 20 | 1.911111 | 3 | -0.153846 | 0.876667 | 0.533198 | 0.113889 | 0.444444 |
Duplicate rows
Most frequently occurring
| nodes | edges | APL | Diameter | Assoratativity | Average Clustering Coefficient | Average Closeness | Betweenness | Density | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|
| 301 | 25 | 89 | 2.166667 | 5 | 0.160800 | 0.551625 | 0.471059 | 0.050725 | 0.296667 | 34 |
| 87 | 12 | 40 | 1.393939 | 2 | -0.213463 | 0.710317 | 0.725981 | 0.039394 | 0.606061 | 32 |
| 272 | 22 | 67 | 2.627706 | 6 | 0.184612 | 0.662771 | 0.393262 | 0.081385 | 0.290043 | 28 |
| 48 | 11 | 31 | 1.436364 | 2 | -0.548642 | 0.531025 | 0.708631 | 0.048485 | 0.563636 | 26 |
| 394 | 42 | 100 | 2.862950 | 6 | -0.029126 | 0.279082 | 0.358641 | 0.046574 | 0.116144 | 25 |
| 70 | 11 | 37 | 1.327273 | 2 | -0.526735 | 0.842641 | 0.781290 | 0.036364 | 0.672727 | 20 |
| 116 | 13 | 46 | 1.410256 | 2 | -0.344015 | 0.747702 | 0.727049 | 0.037296 | 0.589744 | 20 |
| 416 | 52 | 179 | 4.850679 | 12 | -0.060143 | 0.589094 | 0.213899 | 0.077014 | 0.134992 | 20 |
| 152 | 14 | 57 | 1.373626 | 2 | -0.192648 | 0.714358 | 0.735845 | 0.031136 | 0.626374 | 19 |
| 353 | 32 | 89 | 2.691532 | 6 | -0.535538 | 0.614934 | 0.383509 | 0.056384 | 0.179435 | 18 |